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Functional Connectivity

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TitleStatusHype
A Linear Generative Framework for Structure-Function Coupling in the Human Brain—0
Functional Architecture of the Human Hypothalamus: Cortical Coupling and Subregional Organization Using 7-Tesla fMRI—0
Probing Neural Topology of Large Language ModelsCode0
Weak but influential: Nonlinear contributions of structural connectivity to human cognitive abilities and brain functions—0
Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG—0
Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling—0
Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry—0
Learning High-Order Relationships with Hypergraph Attention-based Spatio-Temporal Aggregation for Brain Disease Analysis—0
The classification of Alzheimer's disease and mild cognitive impairment improved by dynamic functional network analysis—0
Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS—0
Edge-boosted graph learning for functional brain connectivity analysis—0
Learning Higher-Order Interactions in Brain Networks via Topological Signal Processing—0
Resting State Functional Connectivity Patterns Associate with Alcohol Use Disorder Characteristics: Insights from the Triple Network Model—0
Brain Age Group Classification Based on Resting State Functional Connectivity Metrics—0
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification—0
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages—0
TReND: Transformer derived features and Regularized NMF for neonatal functional network Delineation—0
Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response PredictionCode0
NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders—0
Lattice-Based Pruning in Recurrent Neural Networks via Poset Modeling—0
Beyond Performance Scores: Directed Functional Connectivity as a Brain-Based Biomarker for Motor Skill Learning and Retention—0
Dynamic directed functional connectivity as a neural biomarker for objective motor skill assessment—0
Topological Time Frequency Analysis of Functional Brain Signals—0
Graph Contrastive Learning for Connectome ClassificationCode0
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis—0
A Hodge-FAST Framework for High-Resolution Dynamic Functional Connectivity Analysis of Higher Order Interactions in EEG Signals—0
Classification of Mild Cognitive Impairment Based on Dynamic Functional Connectivity Using Spatio-Temporal Transformer—0
Bidirectional Brain Image Translation using Transfer Learning from Generic Pre-trained Models—0
Self-Clustering Graph Transformer Approach to Model Resting-State Functional Brain Activity—0
SFC-GAN: A Generative Adversarial Network for Brain Functional and Structural Connectome Translation—0
Brain-inspired AI Agent: The Way Towards AGI—0
Effect of Simulated Space Conditions on functional Connectivity—0
The Syncytial Mesh Model: A Biophysical Framework for Scale-Dependent Coherence in the Brain—0
Dynamic EEG-fMRI mapping: Revealing the relationship between brain connectivity and cognitive state—0
Multi-Task Adversarial Variational Autoencoder for Estimating Biological Brain Age with Multimodal NeuroimagingCode0
Imagined Speech and Visual Imagery as Intuitive Paradigms for Brain-Computer Interfaces—0
SAD-TIME: a Spatiotemporal-fused network for depression detection with Automated multi-scale Depth-wise and TIME-interval-related common feature extractor—0
SynapsNet: Enhancing Neuronal Population Dynamics Modeling via Learning Functional Connectivity—0
Evaluating tDCS Intervention Effectiveness via Functional Connectivity Network on Resting-State EEG Data in Major Depressive Disorder—0
The Dynamics of Triple Interactions in Resting fMRI: Insights into Psychotic Disorders—0
Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?—0
Functional Brain Network Identification in Opioid Use Disorder Using Machine Learning Analysis of Resting-State fMRI BOLD Signals—0
Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder—0
Learning Graph Filters for Structure-Function Coupling based Hub Node Identification—0
Copula-Linked Parallel ICA: A Method for Coupling Structural and Functional MRI brain Networks—0
EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task—0
Quantifying sex differences in brain network topology by aggregating nodal centrality rankings—0
Node-reconfiguring multilayer networks of human brain functionCode0
Brain-Aware Readout Layers in GNNs: Advancing Alzheimer's early Detection and Neuroimaging—0
Denoising VAE as an Explainable Feature Reduction and Diagnostic Pipeline for Autism Based on Resting state fMRI—0
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